Do I need to strip my cabinets before painting them or can I just scuff them up with sandpaper?

I'm redoing my kitchen but I don't have the money to replace the cheap looking wood cabinets so I thought I'd try painting them. Do I have to use the chemical stripping gunk or can I just sand the shine off and prime?